Person-job fit on Recruiting Dataset
61.37nDCG@10ConFit v3 (Qwen3-32B)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ConFit v3 (Qwen3-32B)Training=true, Backbone=Qwen3-32B, |DSFT|=4.4k, |DRL|=5.3k2026.05 | 61.37 | 68.89 | 65.13 | |
| ConFit v3 (Qwen3-8B)Training=true, Backbone=Qwen3-8B, |DSFT|=4.4k, |DRL|=4.3k2026.05 | 60.83 | 68.4 | 64.62 | |
| Claude Opus-4.5Training=false, Mode=Prompting2026.05 | 57.87 | 65.42 | 61.65 | |
| GPT-4.1Training=false, Mode=Prompting2026.05 | 57.72 | 65.59 | 61.66 | |
| Distill (Sonnet-4.5)Training=true, Backbone=Qwen3-8B, |DSFT|=4.4k2026.05 | 57.67 | 64.98 | 61.33 | |
| GPT-5Training=false, Mode=Prompting2026.05 | 57.43 | 65.32 | 61.38 | |
| Qwen3-235B-A22BTraining=false, Mode=Prompting2026.05 | 55.43 | 64.3 | 59.87 | |
| Qwen3-32BTraining=false, Mode=Prompting2026.05 | 54.1 | 63.57 | 58.84 | |
| ReaRankTraining=true, Backbone=Qwen3-8B, |DRL|=11.7k2026.05 | 52.44 | 62.3 | 57.37 | |
| ConFit v2Training=false2026.05 | 52.33 | 62.3 | 57.32 | |
| Rank-R1Training=true, Backbone=Qwen3-8B, |DRL|=11.7k2026.05 | 52.14 | 62.48 | 57.31 | |
| Qwen3-8BTraining=false, Mode=Prompting2026.05 | 48.97 | 61.04 | 55.01 |